{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Trainable segmentation using local features and random forests 使用局部特征和随机森林进行可训练的分割\n",
    "\n",
    "A pixel-based segmentation is computed here using local features based on local intensity, edges and textures at different scales. A user-provided mask is used to identify different regions. The pixels of the mask are used to train a random-forest classifier [1] from scikit-learn. Unlabeled pixels are then labeled from the prediction of the classifier.\n",
    "\n",
    "这里使用基于不同比例的局部强度、边缘和纹理的局部特征来计算基于像素的分割。用户提供的掩码用于识别不同的区域。掩码的像素用于训练来自 scikit-learn 的随机森林分类器 1。然后，根据分类器的预测对未标记的像素进行标记。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from skimage import data, segmentation, feature, future\n",
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from functools import partial\n",
    "\n",
    "full_img = data.skin()\n",
    "\n",
    "img = full_img[:900, :900]\n",
    "\n",
    "# Build an array of labels for training the segmentation.\n",
    "# Here we use rectangles but visualization libraries such as plotly\n",
    "# (and napari?) can be used to draw a mask on the image.\n",
    "training_labels = np.zeros(img.shape[:2], dtype=np.uint8)\n",
    "training_labels[:130] = 1\n",
    "training_labels[:170, :400] = 1\n",
    "training_labels[600:900, 200:650] = 2\n",
    "training_labels[330:430, 210:320] = 3\n",
    "training_labels[260:340, 60:170] = 4\n",
    "training_labels[150:200, 720:860] = 4\n",
    "\n",
    "sigma_min = 1\n",
    "sigma_max = 16\n",
    "features_func = partial(\n",
    "    feature.multiscale_basic_features,\n",
    "    intensity=True,\n",
    "    edges=False,\n",
    "    texture=True,\n",
    "    sigma_min=sigma_min,\n",
    "    sigma_max=sigma_max,\n",
    "    channel_axis=-1,\n",
    ")\n",
    "features = features_func(img)\n",
    "clf = RandomForestClassifier(n_estimators=50, n_jobs=-1, max_depth=10, max_samples=0.05)\n",
    "clf = future.fit_segmenter(training_labels, features, clf)\n",
    "result = future.predict_segmenter(features, clf)\n",
    "\n",
    "fig, ax = plt.subplots(1, 2, sharex=True, sharey=True, figsize=(9, 4))\n",
    "ax[0].imshow(segmentation.mark_boundaries(img, result, mode='thick'))\n",
    "ax[0].contour(training_labels)\n",
    "ax[0].set_title('Image, mask and segmentation boundaries')\n",
    "ax[1].imshow(result)\n",
    "ax[1].set_title('Segmentation')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Feature importance 功能重要性\n",
    "\n",
    "We inspect below the importance of the different features, as computed by scikit-learn. Intensity features have a much higher importance than texture features. It can be tempting to use this information to reduce the number of features given to the classifier, in order to reduce the computing time. However, this can lead to overfitting and a degraded result at the boundary between regions.\n",
    "\n",
    "我们在下面检查不同特征的重要性，如scikit-learn计算的那样。强度特征的重要性远高于纹理特征。使用此信息来减少提供给分类器的特征数量，以减少计算时间可能很诱人。但是，这可能会导致区域之间边界处的过度拟合和结果降级。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(9, 4))\n",
    "l = len(clf.feature_importances_)\n",
    "feature_importance = (\n",
    "    clf.feature_importances_[: l // 3],\n",
    "    clf.feature_importances_[l // 3 : 2 * l // 3],\n",
    "    clf.feature_importances_[2 * l // 3 :],\n",
    ")\n",
    "sigmas = np.logspace(\n",
    "    np.log2(sigma_min),\n",
    "    np.log2(sigma_max),\n",
    "    num=int(np.log2(sigma_max) - np.log2(sigma_min) + 1),\n",
    "    base=2,\n",
    "    endpoint=True,\n",
    ")\n",
    "for ch, color in zip(range(3), ['r', 'g', 'b']):\n",
    "    ax[0].plot(sigmas, feature_importance[ch][::3], 'o', color=color)\n",
    "    ax[0].set_title(\"Intensity features\")\n",
    "    ax[0].set_xlabel(\"$\\\\sigma$\")\n",
    "for ch, color in zip(range(3), ['r', 'g', 'b']):\n",
    "    ax[1].plot(sigmas, feature_importance[ch][1::3], 'o', color=color)\n",
    "    ax[1].plot(sigmas, feature_importance[ch][2::3], 's', color=color)\n",
    "    ax[1].set_title(\"Texture features\")\n",
    "    ax[1].set_xlabel(\"$\\\\sigma$\")\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Fitting new images 拟合新图像\n",
    "If you have several images of similar objects acquired in similar conditions, you can use the classifier trained with fit_segmenter to segment other images. In the example below we just use a different part of the image.\n",
    "如果在相似条件下获取了多个相似对象的图像，则可以使用经过 fit_segmenter 训练的分类器来分割其他图像。在下面的示例中，我们只使用图像的不同部分。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img_new = full_img[:700, 900:]\n",
    "\n",
    "features_new = features_func(img_new)\n",
    "result_new = future.predict_segmenter(features_new, clf)\n",
    "fig, ax = plt.subplots(1, 2, sharex=True, sharey=True, figsize=(6, 4))\n",
    "ax[0].imshow(segmentation.mark_boundaries(img_new, result_new, mode='thick'))\n",
    "ax[0].set_title('Image')\n",
    "ax[1].imshow(result_new)\n",
    "ax[1].set_title('Segmentation')\n",
    "fig.tight_layout()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 函数解析\n",
    "## from  import partial\n",
    "`functools.partial` 是 Python 中的一个函数，它允许你创建一个新函数，其中的一部分参数是已知的默认值。这可以帮助你在函数调用时减少参数传递的冗余。`partial` 的用法如下：\n",
    "\n",
    "```python\n",
    "import functools\n",
    "\n",
    "# 定义一个带有两个默认参数的函数\n",
    "def my_function(a, b=2):\n",
    "    return a + b\n",
    "\n",
    "# 使用 partial 创建一个新的函数，其中 b=3\n",
    "partial_function = functools.partial(my_function, b=3)\n",
    "\n",
    "# 调用新的函数\n",
    "result = partial_function(1)  # 结果为 4，因为 1 + 3 = 4\n",
    "```\n",
    "\n",
    "在这个例子中，我们首先定义了一个名为 `my_function` 的函数，它接受两个参数 `a` 和 `b`。然后，我们使用 `functools.partial` 创建了一个新的函数 `partial_function`，其中 `b` 参数被设置为默认值 `3`。最后，我们调用 `partial_function` 并传入 `1` 作为参数 `a`，得到结果 `4`。\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## feature.multiscale_basic_features\n",
    "\n",
    "单通道或多通道图像的局部特征\n",
    "\n",
    "- intensity:bool = True, 强度特征, 不同比例上平均的像素强度\n",
    "- edges:bool=True, 边缘特征, 不同比例上平均的局部梯度强度\n",
    "- texture:bool=True, 纹理特征, 不同比例上高斯模糊后 Hessian 矩阵的特征值\n",
    "- sigma_min sigma_max, 不同比例上高斯模核的范围\n",
    "- num_sigma，sigma_min 和 sigma_max 之间的高斯核的值数\n",
    "- channel_axis，如果为 None，则假定图像为灰度（单通道）图像。否则，此参数指示数组的哪个轴对应于通道。\n",
    "\n",
    "return \n",
    "形状 image.shape + (n_features,) 的数组, 当 channel_axis 不是 None 时，所有通道都沿要素维度连接。（即） n_features == n_features_singlechannel * n_channels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(900, 900, 45)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "features.shape\n",
    "# 共提取了45个特征"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## GLCM 纹理特性\n",
    "\n",
    "## 'skimage.feature.graycomatrix(image, distances, angles, levels=None, symmetric=False, normed=False)'计算灰度级共现矩阵（gray-level co-occurrence matrix）\n",
    "\n",
    "- image:输入图像，必须是单通道灰度图像\n",
    "- distances:距离范围，默认为 [1]\n",
    "- angles:角度范围，默认为 [0]\n",
    "- levels:灰度级数，默认为 None，即自动计算\n",
    "- symmetric:是否对称，默认为 False\n",
    "- normed:是否归一化，默认为 False\n",
    "\n",
    "return \n",
    "形状 (levels, levels, len(distances), len(angles)) 的数组，其中每个元素是灰度级 i 和 j 之间的像素数\n",
    "\n",
    "## skimage.feature.graycoprops(P, prop='contrast') 计算 GLCM 的纹理属性\n",
    "\n",
    "- P:灰度级共现矩阵（gray-level co-occurrence matrix）\n",
    "- prop:纹理属性，默认为 'contrast'.{‘contrast’: 对比度 ‘dissimilarity’: 不相似度 ‘homogeneity’: 均一性 ‘energy’: 能量 ‘correlation’: 相关性 ‘ASM’: 角二阶矩}\n",
    "\n",
    "return \n",
    "形状 (levels, levels) 的数组，其中每个元素是灰度级 i 和 j 之间的纹理属性值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(256, 256, 1, 1)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from skimage.feature import graycomatrix, graycoprops\n",
    "from skimage import color\n",
    "gray_image = color.rgb2gray(img)\n",
    "gray_image = (gray_image*255).astype(np.uint8)\n",
    "glcm_1 =  graycomatrix(gray_image[:170, :400],distances=[5], angles=[3])\n",
    "glcm_2 =  graycomatrix(gray_image[600:900, 200:650], distances=[5], angles=[3])\n",
    "glcm_3 =  graycomatrix(gray_image[330:430, 210:320] , distances=[5], angles=[3])\n",
    "glcm_4 =  graycomatrix(gray_image[260:340, 60:170], distances=[5], angles=[3])\n",
    "glcm_1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'GLCM Correlation')"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xs = [graycoprops(glcm_1, 'dissimilarity')[0,0], graycoprops(glcm_2, 'dissimilarity')[0,0], graycoprops(glcm_3, 'dissimilarity')[0,0], graycoprops(glcm_4, 'dissimilarity')[0,0]]\n",
    "ys = [graycoprops(glcm_1, 'correlation'), graycoprops(glcm_2, 'correlation'), graycoprops(glcm_3, 'correlation'), graycoprops(glcm_4, 'correlation')]\n",
    "plt.scatter(xs, ys)\n",
    "plt.xlabel('GLCM Dissimilarity')\n",
    "plt.ylabel('GLCM Correlation')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 用于纹理分类的 Gabor 滤波器组\n",
    "## skimage.filters.gabor_kernel(frequency, theta=0, bandwidth=1, sigma_x=None, sigma_y=None, n_stds=3, offset=0, dtype=<class 'numpy.complex128'>)\n",
    "返回复杂的 2D Gabor 滤波器内核\n",
    "\n",
    "- frequency:float, 滤波器的频率\n",
    "- theta:float, 滤波器的方向（0-2pi）\n",
    "- bandwidth:float, 滤波器的带宽\n",
    "- sigma_x:float, 滤波器的 x 方向的标准差\n",
    "- sigma_y:float, 滤波器的 y 方向的标准差\n",
    "- n_stds:float, 滤波器内核的标准差\n",
    "- offset:float, 滤波器内核的偏移量"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from skimage.filters import gabor_kernel,gabor\n",
    "\n",
    "def get_gabor_features(gray_image):\n",
    "    features = []\n",
    "    for theta in range(4):\n",
    "        theta = theta / 4.0 * np.pi\n",
    "        for sigma in (1, 3):\n",
    "            for frequency in (0.05, 0.25):\n",
    "                # 创建Gabor滤波器\n",
    "                filtered_image= gabor(gray_image, frequency= frequency, theta=theta, sigma_x=sigma, sigma_y=sigma)\n",
    "                mean = np.mean(filtered_image)\n",
    "                variance = np.var(filtered_image)\n",
    "                features.extend([mean, variance])\n",
    "                \n",
    "    return np.array(features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 创建一个二维网格\n",
    "x, y = np.meshgrid(np.linspace(-3, 3, 100), np.linspace(-3, 3, 100))\n",
    "z = np.sin(np.sqrt(x**2 + y**2))\n",
    "\n",
    "# 绘制等高线图\n",
    "plt.contour(x, y, z, 15, linewidths=0.5, colors='k')\n",
    "plt.contourf(x, y, z, 15, cmap='jet')\n",
    "\n",
    "# 添加标题和坐标轴\n",
    "plt.title('Contour Plot')\n",
    "plt.xlabel('x')\n",
    "plt.ylabel('y')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# skimage.future.fit_segmenter(labels, features, clf)\n",
    "使用图像的标记部分和分类器进行分割。\n",
    "\n",
    "labels:数组，形状为 (height, width) 的整数数组，其中非零值表示标记部分。\n",
    "\n",
    "features:数组，形状为 (height, width, n_features) 的浮点数组，其中每个像素的每个特征值。\n",
    "\n",
    "clf:分类器，用于分割图像。\n",
    "\n",
    "返回:\n",
    "\n",
    "分割后的标签数组，形状为 (height, width) 的整数数组。\n",
    "\n",
    "# skimage.future.predict_segmenter(features, clf)\n",
    "使用特征向量进行分割。\n",
    "\n",
    "features:数组，形状为 (height, width, n_features) 的浮点数组，其中每个像素的每个特征值。\n",
    "\n",
    "clf:分类器，用于分割图像。\n",
    "\n",
    "返回:\n",
    "\n",
    "分割后的标签数组，形状为 (height, width) 的整数数组。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from skimage import data, future, io\n",
    "camera = data.camera()\n",
    "mask = future.manual_polygon_segmentation(camera)  \n",
    "io.imshow(mask)  \n",
    "io.show() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dl",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
